Umtapo wezincwadi we-AI wamahhala

Funda i-AI.Mahhala phakade.

1019 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

1019Iziqondiso zamahhala

9Amathrekhi esihloko

~2 minNgomhlahlandlela

~34hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi

Umtapo wolwazi ogcwele

Zonke iziqondiso

1019 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Ulimi lwe-AI

I-BM25 kanye ne-Lexical Retrieval

I-BM25 iwumsebenzi wezinga wakudala osuselwe egameni elingukhiye okala amadokhumenti ngokuthi amagama emibuzo avela kangaki, alungiselwe ukutholakala kwethemu kanye nobude bedokhumenti.

2 min fundaFunda

Ulimi lwe-AI

I-HyDE Hypothetical Document Embeddings

I-HyDE ithuthukisa ukubuyiswa kabusha ngokuqala ngokucela imodeli yolimi ukuthi icabange ngedokhumenti yempendulo engelona iqiniso, bese isesha ngokushumeka kwalowo mbhalo esikhundleni sokuluhlaza...

2 min fundaFunda

Izinhlelo zokusebenza

I-AI ku-Voice Biometrics Authentication

I-biometrics yezwi isebenzisa i-AI ukuze iqinisekise ubuwena kusukela kumaphethini ahlukile we-acoustic nokuziphatha enkulumeni yakho.

2 min fundaFunda

Izinhlelo zokusebenza

I-AI ku-Subtitling kanye namagama-ncazo avaliwe

I-AI ishintsha umsindo okhulunywayo ube umbhalo osesikrinini ovunyelanisiwe, imibhalo engezansi izenzele ngokuzenzakalelayo ukuze ihunyushwe namagama-ncazo avaliwe ukuze kufinyeleleke.

2 min fundaFunda

Izinhlelo zokusebenza

I-AI Kusesho Lwelungelo Lobunikazi Nokuhlaziya

I-AI isiza abasunguli, abameli, nabahloli baseshe izigidi zamalungelo obunikazi futhi bawahlaziye ngencazelo kunokuba nje amagama angukhiye.

2 min fundaFunda

Ulimi lwe-AI

Amamodeli Okusalungiswa Okuqanjwa Kwekhodi

Ukukhipha amakhodi okuqagela kusebenzisa imodeli 'esalungiswa' encane, esheshayo ukuqagela amathokheni ambalwa ezayo imodeli enkulu bese iwaqinisekisa ngephasi eyodwa.

2 min fundaFunda

Ulimi lwe-AI

I-Lookhead Decoding

Ukukhipha amakhodi ku-Lookhead kusheshisa isizukulwane se-LLM ngaphandle kwemodeli yokusalungiswa eyengeziwe ngokuqagela nokuqinisekisa amathokheni amaningi esikhathi esizayo ngokuhambisana kusetshenziswa ama-n-grams…

2 min fundaFunda

Ulimi lwe-AI

U-ColBERT Ukubuyisa Ukusebenzisana Kwakamuva

I-ColBERT imodeli yokubuyisa emele umbuzo ngamunye futhi ibhale amavekhtha amaningi weleveli yamathokheni futhi iwathole ngesinyathelo esihlanjululwe kahle 'sokusebenzelana kwakamuva'.

2 min fundaFunda

Ubuchwepheshe

Enyamalalayo futhi Eqhuma Gradients

Lapho uqeqesha amanethiwekhi ajulile, amasiginali wamaphutha ahlehla aye kuziro noma aqhume aye ku-infinity njengoba ehamba ehlehla ezendlalelo eziningi.

2 min fundaFunda

Ubuchwepheshe

I-Gradient Clipping

Isivikelo esilula, esisetshenziswa kabanzi esivala ukuthi izibuyekezo ezinkulu zegradient zingatholwa kanjani ngesikhathi sokuqeqeshwa.

2 min fundaFunda

Ubuchwepheshe

Isisindo Ukuqalisa

Uzimisa kanjani izisindo zokuqala zenethiwekhi ye-neural ngaphambi kokuthi ukuqeqeshwa kuqale, okulolonga ngokuqinile ukuthi amasiginali namagradient kuhlala kunempilo ngezandlalelo ezijulile.

2 min fundaFunda

I-AI ebonakalayo

Ukulahlekelwa Kombono kanye ne-LPIP

Ukulahlekelwa komqondo kulinganisa ukuthi izithombe ezimbili ezifanayo zibukeka kanjani kubantu ngokuqhathanisa izici ezijulile zenethiwekhi ye-neural esikhundleni samaphikseli aluhlaza.

2 min fundaFunda

Uqedile ukufunda? Ake usikhombise sibone.

Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.

Hlola okufundile Thola isitifiketi Nikela Funda inhloso yethu